Arize AX for AI agents
Agents read Arize AX at once. Changes and sends are held for a person's approval by default.
About Arize AX
Arize AX is an AI engineering platform for tracing, evaluating, and improving AI applications through projects, datasets, prompts, experiments, traces, and spans.
What an agent can do in Arize AX
Every Arize AX action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.
Runs at once (reads)
Looks things up in Arize AX without asking first. 15 actions.
- Get DatasetGet one Arize dataset and its versions by dataset ID.
- Get ExperimentGet one Arize experiment by its ID, without its experiment runs.
- Get ProjectGet one accessible Arize project by its ID.
- Get PromptGet an Arize prompt with its current, explicitly selected, or labeled version.
- Get SpaceGet one accessible Arize space by its ID.
- List Dataset ExamplesList one page of examples from an Arize dataset or a specific dataset version, preserving user-defined example fields.
- List DatasetsList one page of Arize datasets, optionally filtered by space or dataset name.
- List Experiment RunsList one page of runs and outputs for an Arize experiment, preserving additional run fields.
- List ExperimentsList one page of Arize experiments, optionally filtered by dataset, space, or name.
- List ProjectsList one page of accessible Arize projects, optionally filtered by space or project name.
- List PromptsList one page of Arize prompts, optionally filtered by space or prompt name.
- List Prompt VersionsList one page of versions for an Arize prompt, newest first.
Show all 15
- List SpacesList one page of Arize spaces accessible to the connected API key, optionally filtered by organization or name.
- List SpansRead one bounded page of spans for an Arize project using optional time and filter constraints.
- List TracesRead one bounded page of traces and nested spans for an Arize project using optional time and filter constraints; nested spans may be truncated per trace.
Held for approval by default (changes and sends)
Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 9 actions.
- Add Dataset ExamplesAppend arbitrary-field examples to an Arize dataset or a specified dataset version.
- Add Experiment RunsAppend one or more runs to an existing Arize experiment.
- Create DatasetCreate an Arize dataset in a space with an explicit initial array of examples.
- Create ExperimentCreate an Arize experiment with initial runs, associated with exactly one dataset or space.
- Create PromptCreate an Arize prompt and its initial version in a space.
- Create Prompt VersionCreate a new immutable version of an existing Arize prompt.
- Update DatasetRename an existing Arize dataset.
- Update Dataset ExamplesUpdate existing Arize dataset examples by ID, optionally creating a named dataset version. IDs that do not match existing examples are ignored.
- Update PromptUpdate or clear an Arize prompt's description.
Changes wait in Needs you
Changes and sends in Arize AX are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
Related connectors
Arize AX questions
Can an agent change data in Arize AX on its own?
Not by default. Changes and sends in Arize AX are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
What can an agent read in Arize AX?
This connector lists 15 read actions. Reads run at once, without waiting for approval.
How does Arize AX connect?
It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.